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ORCIDLei Yang 0024
Person information
- affiliation: South China University of Technology, School of Software Engineering, Guangzhou, China
- affiliation (PhD 2014): The Hong Kong Polytechnic University, Department of Computing, Hong Kong
Other persons with the same name
- Lei Yang — disambiguation page
- Lei Yang 0001
![[0000-0002-5176-003X]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-5176-003X")
— University of Nevada, Reno, Department of Computer Science and Engineering, NV, USA (and 1 more) - Lei Yang 0002 — National Institute for Viral Disease Control and Prevention, China CDC, Beijing, China
- Lei Yang 0003 — Tsinghua University, School of Software
- Lei Yang 0004 — Worcester Polytechnic Institute, MA, USA
- Lei Yang 0005 — Tianjin University, China
- Lei Yang 0006 — NVIDIA Corp., Santa Clara, CA, USA (and 2 more)
- Lei Yang 0007 — China Normal University, Wuhan, China
- Lei Yang 0008 — Lakehead University, Thunder Bay, Ontario, Canada
- Lei Yang 0009 — Chongqing Communication College, Chongqing, China
- Lei Yang 0010 — Beijing Information Science & Technology University, Beijing, China
- Lei Yang 0012 — The University of Auckland, New Zealand
- Lei Yang 0013 — Zhongyuan University of Technology, Department of Energy Environmental Engineering, Zhengzhou, China
- Lei Yang 0014 — The University of Sydney, NSW, Australia
- Lei Yang 0015 — Civil Aviation University of China, Tianjin Key Laboratory for Advanced Signal Processing, China (and 2 more)
- Lei Yang 0016 — Northeastern University, Shenyang, China
- Lei Yang 0017 — Google, Mountain View, CA, USA (and 1 more)
- Lei Yang 0018 — University of Notre Dame, Department of Computer Science and Engineering, IN, USA (and 2 more)
- Lei Yang 0019 — University of Washington, Seattle, WA, USA
- Lei Yang 0020 — Intel Labs, Hillsboro, OR, USA (and 1 more)
- Lei Yang 0021 — Chinese Academy of Sciences, Institute of Modern Physics, Lanzhou, China
- Lei Yang 0022 — South China University of Technology, School of Economics and Commerce, Guangzhou, China (and 2 more)
- Lei Yang 0023 — Northwest University, School of Information Science and Technology, Xi'an, China
- Lei Yang 0025 — Hong Kong Polytechnic University, Department of Computing, Hong Kong (and 2 more)
- Lei Yang 0026 — Hunan University, College of Computer Science and Electronic Engineering, Changsha, China
- Lei Yang 0027 — University of New South Wales, School of Electrical Engineering and Telecommunications, Sydney, NSW, Australia (and 1 more)
- Lei Yang 0028 — China University of Mining and Technology, School of Information and Electrical Engineering, Xuzhou, China
- Lei Yang 0029 — Shanghai Jiao Tong University, Department of Electronic Engineering, Institute of Image Communication and Information Processing, China
- Lei Yang 0030 — Hong Kong Polytechnic University, Department of Applied Mathematics, Hong Kong
- Lei Yang 0031 — Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Sciences, Cambridge, MA, USA (and 1 more)
- Lei Yang 0032 — Tianjin University of Technology, MOE Key Laboratory of Computer Vision and System, China
- Lei Yang 0033 — University of Alberta, Department of Electrical and Computer Engineering, Edmonton, AB, Canada
- Lei Yang 0034 — Shandong Agricultural University, College of Information Science and Engineering, Tai'an, China
- Lei Yang 0035 — China Meteorological Administration, National Satellite Meteorological Center, Beijing, China (and 1 more)
- Lei Yang 0036 — Xi'an University of Technology, School of Automation and Information Engineering, China (and 1 more)
- Lei Yang 0037 — University of Kansas, USA
- Lei Yang 0038 — Pacific Northwest Research Institute, Seattle, WA, USA (and 2 more)
- Lei Yang 0039 — National University of Defense Technology, College of Aerospace Science and Engineering, Changsha, China
- Lei Yang 0040 — South China Agricultural University, College of Mathematics and Informatics, Guangzhou, China
- Lei Yang 0041 — University of Florida, Department of Electrical and Computer Engineering, Gainesville, FL, USA (and 1 more)
- Lei Yang 0042 — University of Sheffield, UK (and 1 more)
- Lei Yang 0043 — Monash University, Faculty of Information Technology, Melbourne, Australia (and 1 more)
- Lei Yang 0044 — Nanjing University of Aeronautics and Astronautics, College of Civil Aviation, China
- Lei Yang 0045 — Chinese University of Hong Kong, SenseTime Joint Lab, Hong Kong
- Lei Yang 0046 — Beijing Normal University, Faculty of Geographical Science, Institute of Remote Sensing Science and Engineering, China
- Lei Yang 0047 — Ministry of Natural Resources First Institute of Oceanography, Marine Survey Research Center, Qingdao, China (and 1 more)
- Lei Yang 0048 — University of Hong Kong, Department of Computer Science, Hong Kong
- Lei Yang 0049 — Beijing University of Technology, Beijing Advanced Innovation Center for Future Internet Technology, China
- Lei Yang 0050 — Zhongyuan University of Technology, School of Electronic and Information, Zhengzhou, China (and 1 more)
- Lei Yang 0051 — Lanzhou Jiaotong University, School of New Energy and Power Engineering / School of Automation and Electrical Engineering, China
- Lei Yang 0052 — Xi'an University of Technology, School of Mechanical and Precision Instrument Engineering, China
- Lei Yang 0053 — Zhengzhou University, School of Electrical Engineering, Robot Perception and Control Engineering Laboratory of Henan Province, China (and 1 more)
- Lei Yang 0054 — Dalian University of Technology, Faculty of Vehicle Engineering and Mechanics, School of Aeronautics and Astronautics, China (and 1 more)
- Lei Yang 0055 — Shandong University of Science and Technology, College of Computer Science and Engineering, Qingdao, China
- Lei Yang 0056 — Macau University of Science and Technology, Faculty of Information Technology, Taipa, Macau (and 2 more)
- Lei Yang 0057 — Qilu University of Technology (Shandong Academy of Sciences), Institute of Oceanographic Instrumentation, Qingdao, China (and 1 more)
- Lei Yang 0058 — Yangtze University, School of Electronic Information, National Demonstration Center for Experimental Electrical and Electronic Education, Jingzhou, China (and 1 more)
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2020 – today
- 2024
[j46]Hongcai Lin, Lei Yang, Hao Guo, Jiannong Cao:
Decentralized Task Offloading in Edge Computing: An Offline-to-Online Reinforcement Learning Approach. IEEE Trans. Computers 73(6): 1603-1615 (2024)- [j45]Jingke Tu, Jiaming Huang, Lei Yang, Wanyu Lin:
Personalized Federated Learning with Layer-Wise Feature Transformation via Meta-Learning. ACM Trans. Knowl. Discov. Data 18(4): 99:1-99:21 (2024) - [j44]Lei Yang, Yingqi Gan, Jinru Chen, Jiannong Cao:
AutoSF: Adaptive Distributed Model Training in Dynamic Edge Computing. IEEE Trans. Mob. Comput. 23(6): 6549-6562 (2024) - [j43]Hao-Rui Chen, Lei Yang, Xinglin Zhang, Jiaxing Shen, Jiannong Cao:
Distributed Semi-Supervised Learning With Consensus Consistency on Edge Devices. IEEE Trans. Parallel Distributed Syst. 35(2): 310-323 (2024) - 2023
- [j42]Mingjin Zhang, Jiannong Cao, Yuvraj Sahni, Qianyi Chen, Shan Jiang, Lei Yang:
Blockchain-based Collaborative Edge Intelligence for Trustworthy and Real-Time Video Surveillance. IEEE Trans. Ind. Informatics 19(2): 1623-1633 (2023) - [j41]Lei Yang, Jiaming Huang, Wanyu Lin, Jiannong Cao:
Personalized Federated Learning on Non-IID Data via Group-based Meta-learning. ACM Trans. Knowl. Discov. Data 17(4): 49:1-49:20 (2023) - [j40]Lei Yang, Yingqi Gan, Jiannong Cao, Zhenyu Wang:
Optimizing Aggregation Frequency for Hierarchical Model Training in Heterogeneous Edge Computing. IEEE Trans. Mob. Comput. 22(7): 4181-4194 (2023) - [j39]Lei Yang, Junzhong Jia, Hongcai Lin, Jiannong Cao:
Reliable Dynamic Service Chain Scheduling in 5G Networks. IEEE Trans. Mob. Comput. 22(8): 4898-4911 (2023) - [j38]Ziqi He, Lei Yang, Wanyu Lin, Weigang Wu:
Improving Accuracy and Convergence in Group-Based Federated Learning on Non-IID Data. IEEE Trans. Netw. Sci. Eng. 10(3): 1389-1404 (2023) - [j37]Jiajun Yao, Lei Yang, Xiaohua Xu:
Online Dependent Task Assignment in Preference Aware Spatial Crowdsourcing. IEEE Trans. Serv. Comput. 16(4): 2827-2840 (2023) - [j36]Jiajun Yao, Lei Yang, Zhenyu Wang, Xiaohua Xu:
Non-Rejection Aware Online Task Assignment in Spatial Crowdsourcing. IEEE Trans. Serv. Comput. 16(6): 4540-4553 (2023) - [i3]Jun Nie, Danyang Xiao, Lei Yang, Weigang Wu:
FedCME: Client Matching and Classifier Exchanging to Handle Data Heterogeneity in Federated Learning. CoRR abs/2307.08574 (2023) - 2022
- [j35]Yuvraj Sahni, Jiannong Cao, Lei Yang, Shengwei Wang:
Distributed resource scheduling in edge computing: Problems, solutions, and opportunities. Comput. Networks 219: 109430 (2022) - [j34]Yichen Liu, Pan Zhou, Lei Yang, Yulei Wu, Zichuan Xu, Kai Liu, Xiumin Wang:
Privacy-Preserving Context-Based Electric Vehicle Dispatching for Energy Scheduling in Microgrids: An Online Learning Approach. IEEE Trans. Emerg. Top. Comput. Intell. 6(3): 462-478 (2022) - [j33]Yimin Shi, Haihan Duan, Lei Yang, Wei Cai:
An Energy-efficient and Privacy-aware Decomposition Framework for Edge-assisted Federated Learning. ACM Trans. Sens. Networks 18(4): 53:1-53:24 (2022) - [j32]Lei Yang, Fulin Wen, Jiannong Cao, Zhenyu Wang:
EdgeTB: A Hybrid Testbed for Distributed Machine Learning at the Edge With High Fidelity. IEEE Trans. Parallel Distributed Syst. 33(10): 2540-2553 (2022) - [j31]Lei Yang, Xi Yu, Jiannong Cao, Wengen Li, Yuqi Wang, Michal Szczecinski:
A Novel Demand Dispatching Model for Autonomous On-Demand Services. IEEE Trans. Serv. Comput. 15(1): 322-333 (2022) - [j30]Shaoshuai Ding, Lei Yang, Jiannong Cao, Wei Cai, Mingkui Tan, Zhenyu Wang:
Partitioning Stateful Data Stream Applications in Dynamic Edge Cloud Environments. IEEE Trans. Serv. Comput. 15(4): 2368-2381 (2022) - [j29]Yilun Cui, Lei Yang, Ruidong Li, Xiaohua Xu:
Online Double Auction for Wireless Spectrum Allocation With General Conflict Graph. IEEE Trans. Veh. Technol. 71(11): 12222-12234 (2022) - [c14]Mingjin Zhang, Jiannong Cao, Lei Yang, Liang Zhang, Yuvraj Sahni, Shan Jiang:
ENTS: An Edge-native Task Scheduling System for Collaborative Edge Computing. SEC 2022: 149-161 - [i2]Mingjin Zhang, Jiannong Cao, Lei Yang, Liang Zhang, Yuvraj Sahni, Shan Jiang:
ENTS: An Edge-native Task Scheduling System for Collaborative Edge Computing. CoRR abs/2210.07842 (2022) - 2021
- [j28]Yuvraj Sahni, Jiannong Cao, Lei Yang, Yusheng Ji:
Multihop Offloading of Multiple DAG Tasks in Collaborative Edge Computing. IEEE Internet Things J. 8(6): 4893-4905 (2021) - [j27]Lei Yang, Yanyan Lu, Jiannong Cao, Jiaming Huang, Mingjin Zhang:
E-Tree Learning: A Novel Decentralized Model Learning Framework for Edge AI. IEEE Internet Things J. 8(14): 11290-11304 (2021) - [j26]Lei Yang, Xi Yu, Jiannong Cao, Xuxun Liu, Pan Zhou:
Exploring Deep Reinforcement Learning for Task Dispatching in Autonomous On-Demand Services. ACM Trans. Knowl. Discov. Data 15(3): 44:1-44:23 (2021) - [j25]Yuvraj Sahni, Jiannong Cao, Lei Yang, Yusheng Ji:
Multi-Hop Multi-Task Partial Computation Offloading in Collaborative Edge Computing. IEEE Trans. Parallel Distributed Syst. 32(5): 1133-1145 (2021) - [j24]Lei Yang, Bo Liu, Jiannong Cao, Yuvraj Sahni, Zhenyu Wang:
Joint Computation Partitioning and Resource Allocation for Latency Sensitive Applications in Mobile Edge Clouds. IEEE Trans. Serv. Comput. 14(5): 1439-1452 (2021) - [j23]Lei Yang, Jiannong Cao, Zhenyu Wang, Weigang Wu:
Network Aware Mobile Edge Computation Partitioning in Multi-User Environments. IEEE Trans. Serv. Comput. 14(5): 1478-1491 (2021) - [c13]Junzhong Jia, Lei Yang, Jiannong Cao:
Reliability-aware Dynamic Service Chain Scheduling in 5G Networks based on Reinforcement Learning. INFOCOM 2021: 1-10 - [c12]Hongtao Li, Hao Cheng, Lei Yang:
Reliable Routing and Scheduling in Time-Sensitive Networks. MSN 2021: 806-811 - 2020
- [j22]Lei Yang, Doudou Yang, Jiannong Cao, Yuvraj Sahni, Xiaohua Xu:
QoS Guaranteed Resource Allocation for Live Virtual Machine Migration in Edge Clouds. IEEE Access 8: 78441-78451 (2020) - [j21]Lei Yang, Lingling Zhang, Zongjian He, Jiannong Cao, Weigang Wu:
Efficient Hybrid Data Dissemination for Edge-Assisted Automated Driving. IEEE Internet Things J. 7(1): 148-159 (2020) - [j20]Xuxun Liu, Anfeng Liu, Tie Qiu, Bin Dai, Tian Wang, Lei Yang:
Restoring Connectivity of Damaged Sensor Networks for Long-Term Survival in Hostile Environments. IEEE Internet Things J. 7(2): 1205-1215 (2020) - [j19]Xuxun Liu, Tie Qiu, Bin Dai, Lei Yang, Anfeng Liu, Jiangtao Wang:
Swarm-Intelligence-Based Rendezvous Selection via Edge Computing for Mobile Sensor Networks. IEEE Internet Things J. 7(10): 9471-9480 (2020) - [j18]Xuxun Liu, Tie Qiu, Xiaobo Zhou, Tian Wang, Lei Yang, Victor Chang:
Latency-Aware Path Planning for Disconnected Sensor Networks With Mobile Sinks. IEEE Trans. Ind. Informatics 16(1): 350-361 (2020) - [c11]Zhengjia Cao, Bowen Xiao, Haihan Duan, Lei Yang, Wei Cai:
A Dynamic Partitioning Framework for Edge-Assisted Cloud Computing. ICA3PP (2) 2020: 215-229 - [c10]Junpeng Liang, Lei Yang, Zhenyu Wang, Xuxun Liu, Weigang Wu:
Coding based Distributed Data Shuffling for Low Communication Cost in Data Center Networks. MSN 2020: 700-705 - [i1]Lei Yang, Yanyan Lu, Jiannong Cao, Jiaming Huang, Mingjin Zhang:
E-Tree Learning: A Novel Decentralized Model Learning Framework for Edge AI. CoRR abs/2008.01553 (2020)
2010 – 2019
- 2019
- [j17]Jin Cao, Lei Yang, Jiannong Cao:
Revisiting Computation Partitioning in Future 5G-Based Edge Computing Environments. IEEE Internet Things J. 6(2): 2427-2438 (2019) - [j16]Yuvraj Sahni, Jiannong Cao, Lei Yang:
Data-Aware Task Allocation for Achieving Low Latency in Collaborative Edge Computing. IEEE Internet Things J. 6(2): 3512-3524 (2019) - [j15]Rui Liu, Junbin Liang, Jiannong Cao, Kehuan Zhang, Wenyu Gao, Lei Yang, Ruiyun Yu:
Understanding Mobile Users' Privacy Expectations: A Recommendation-Based Method Through Crowdsourcing. IEEE Trans. Serv. Comput. 12(2): 304-318 (2019) - 2018
- [j14]Haohuang Wen, Lei Yang, Zhenyu Wang:
ParGen: A Parallel Method for Partitioning Data Stream Applications in Mobile Edge Computing. IEEE Access 6: 5037-5048 (2018) - [j13]Lei Yang, Xuxun Liu, Jiannong Cao, Zhenyu Wang:
Joint Scheduling of Tasks and Network Flows in Big Data Clusters. IEEE Access 6: 66600-66611 (2018) - [j12]Rui Liu, Jiannong Cao, Kehuan Zhang, Wenyu Gao, Junbin Liang, Lei Yang:
When Privacy Meets Usability: Unobtrusive Privacy Permission Recommendation System for Mobile Apps Based on Crowdsourcing. IEEE Trans. Serv. Comput. 11(5): 864-878 (2018) - [c9]Yifan Zhang, Zhechao Li, Weigang Wu, Lei Yang:
Fast VM Startup by Cooperative Image Caching for Cloud Data Centers. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018: 1753-1760 - 2017
- [j11]Yuvraj Sahni, Jiannong Cao, Shigeng Zhang, Lei Yang:
Edge Mesh: A New Paradigm to Enable Distributed Intelligence in Internet of Things. IEEE Access 5: 16441-16458 (2017) - [j10]Lei Yang, Jiannong Cao:
Application Repartitioning in the Cloud. Computer 50(2): 11 (2017) - [j9]Weiqing Liu, Jiannong Cao, Lei Yang, Lin Xu, Xuanjia Qiu, Jing Li:
AppBooster: Boosting the Performance of Interactive Mobile Applications with Computation Offloading and Parameter Tuning. IEEE Trans. Parallel Distributed Syst. 28(6): 1593-1606 (2017) - [c8]Lei Yang, Bo Liu, Jiannong Cao, Yuvraj Sahni, Zhenyu Wang:
Joint Computation Partitioning and Resource Allocation for Latency Sensitive Applications in Mobile Edge Clouds. CLOUD 2017: 246-253 - [c7]Lei Yang, Jiannong Cao, Zhenyu Wang, Weigang Wu:
Network Aware Multi-User Computation Partitioning in Mobile Edge Clouds. ICPP 2017: 302-311 - 2016
- [j8]Lei Yang, Jiannong Cao, Guanqing Liang, Xu Han:
Cost Aware Service Placement and Load Dispatching in Mobile Cloud Systems. IEEE Trans. Computers 65(5): 1440-1452 (2016) - [j7]Lei Yang, Jiannong Cao, Shaojie Tang, Di Han, Neeraj Suri:
Run Time Application Repartitioning in Dynamic Mobile Cloud Environments. IEEE Trans. Cloud Comput. 4(3): 336-348 (2016) - 2015
- [j6]Lei Yang, Jiannong Cao, Hui Cheng, Yusheng Ji:
Multi-User Computation Partitioning for Latency Sensitive Mobile Cloud Applications. IEEE Trans. Computers 64(8): 2253-2266 (2015) - [j5]Lei Yang, Jiannong Cao, Weiping Zhu, Shaojie Tang:
Accurate and Efficient Object Tracking Based on Passive RFID. IEEE Trans. Mob. Comput. 14(11): 2188-2200 (2015) - [c6]Rui Liu, Jiannong Cao, Lei Yang, Kehuan Zhang:
PriWe: Recommendation for Privacy Settings of Mobile Apps Based on Crowdsourced Users' Expectations. IEEE MS 2015: 150-157 - 2014
- [j4]Chao Ma, Jiannong Cao, Lei Yang, Jun Ma, Yanxiang He:
Effective social relationship measurement based on user trajectory analysis. J. Ambient Intell. Humaniz. Comput. 5(1): 39-50 (2014) - [j3]Di Han, Hai-Li Liang, Xian-Min Shen, Lei Yang:
Subscriber dynamic characteristics-based wireless network accessing bandwidth prediction. Int. J. Mach. Learn. Cybern. 5(6): 875-885 (2014) - [j2]Weiping Zhu, Jiannong Cao, Yi Xu, Lei Yang, Junjun Kong:
Fault-Tolerant RFID Reader Localization Based on Passive RFID Tags. IEEE Trans. Parallel Distributed Syst. 25(8): 2065-2076 (2014) - [c5]Lin Xu, Jiannong Cao, Yan Wang, Lei Yang, Jing Li:
Bejo: Behavior Based Job Classification for Resource Consumption Prediction in the Cloud. CloudCom 2014: 10-17 - [c4]Mike Jia, Jiannong Cao, Lei Yang:
Heuristic offloading of concurrent tasks for computation-intensive applications in mobile cloud computing. INFOCOM Workshops 2014: 352-357 - 2013
- [j1]Lei Yang, Jiannong Cao, Yin Yuan, Tao Li, Andy Han, Alvin T. S. Chan:
A framework for partitioning and execution of data stream applications in mobile cloud computing. SIGMETRICS Perform. Evaluation Rev. 40(4): 23-32 (2013) - 2012
- [c3]Lei Yang, Jiannong Cao, Shaojie Tang, Tao Li, Alvin T. S. Chan:
A Framework for Partitioning and Execution of Data Stream Applications in Mobile Cloud Computing. IEEE CLOUD 2012: 794-802 - [c2]Weiping Zhu, Jiannong Cao, Yi Xu, Lei Yang, Junjun Kong:
Fault-tolerant RFID reader localization based on passive RFID tags. INFOCOM 2012: 2183-2191 - [c1]Lei Yang, Jiannong Cao, Weiping Zhu, Shaojie Tang:
A hybrid method for achieving high accuracy and efficiency in object tracking using passive RFID. PerCom 2012: 109-115
Coauthor Index
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